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DeepHybrid: Learned Hybrid Trajectory Prediction via Factored Inference and Adaptive Sampling

Technology / Case number: #23569J
John Joseph Leonard / Xin Huang / Ashkan M. Jasour / Stephen McGill / Igor Gilitschenski / Guy Rosman / Brian Charles Williams
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Learning an Explainable Trajectory Generator Using the Automaton Generative Network

Technology / Case number: #23571J
Daniela Rus / Xiao Li / Cristian-Ioan Vasile / Igor Gilitschenski / Minoru Araki / Sertac Karaman / Guy Rosman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Teaching Robots Generalizable Trajectories by Demonstration Using Wearable Sensors

Technology / Case number: #23629
Daniela Rus / Joseph DelPreto
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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A Fully Differential Piezoelectric Microphone and Amplifier System for Cochlear Implants and Other Hearing Devices

Technology / Case number: #23776JQ
Jeffrey Lang / Christopher McHugh / Lukas Graf / Elizabeth Olson / Aaron Yeiser / Hideko Heidi Nakajima / Ioannis Kymissis
Technology Areas: Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Extremely Large Area Integrated Circuits (ICs)

Technology / Case number: #23779L
Kenneth Schultz / Rabindra Das / Brian Tyrrell
Technology Areas: Computer Science / Electronics & Photonics
Impact Areas: Connected World
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Controllable Transformation Networks and Power Amplifiers for Efficient High-Bandwidth Radio Frequency Power Conversion

Technology / Case number: #23940
David J Perreault / Khandoker N Rafa Islam
Technology Areas: Computer Science / Energy & Distribution / Sensing & Imaging
Impact Areas: Sustainable Future, Connected World
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Radio-Frequency Photonic Architecture for Deep Neural Networks, Signal Processing, and Computing

Technology / Case number: #24089
Dirk R Englund / Ronald Davis
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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Six Degrees of Freedom Position Sensor

Technology / Case number: #24672
David L Trumper / Krishan Kant
Technology Areas: Communication Systems / Computer Science
Impact Areas: Connected World
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Mechanoneural Interfaces for Prosthetic Control

Technology / Case number: #22366TE
Hugh M Herr / Hyun Geun Song / Shriya Sruthi Srinivasan
Technology Areas: Biotechnology
Impact Areas: Healthy Living
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NetCast: Low-Power Edge Computing with Optical Neural Networks via WDM Weight Broadcasting

Technology / Case number: #22737J
Dirk R Englund / Ryan Hamerly
Technology Areas: Biotechnology / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living
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Error Correction for Programmable Photonics

Technology / Case number: #23048
Dirk R Englund / Saumil Bandyopadhyay / Ryan Hamerly
Technology Areas: Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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From Big (GPS) Data to a Searchable Diary

Technology / Case number: #15677
Daniela Rus / Cynthia Sung / Andrew Sugaya / Dan Feldman
Technology Areas: Communication Systems / Computer Science
Impact Areas: Connected World
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A Boronic Acid Based CoPhMoRe Polymer for Glucose Detection Using Near Infrared Fluorescent Single Walled Carbon Nanotube Nanosensors

Technology / Case number: #16761
Michael S. Strano / Jiyoung Ahn / Thomas McNicholas
Technology Areas: Biomaterials & Bioelectronics / Biotechnology
Impact Areas: Healthy Living
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A Handheld Closed-Loop Automatic Insulin Delivery System

Technology / Case number: #22018J
Giovanni Traverso / Canchen Li / Erin Raftery / Sean You / Hen Wei Huang
Technology Areas: Biotechnology / Communication Systems / Drug Delivery
Impact Areas: Healthy Living
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Implantable Devices for the Ejected Delivery of Stable, Dry Powder Forms of Drugs

Technology / Case number: #24835J
Robert Langer / Laura OKeeffe / Nima Khatib / Siddharth Krishnan / Arnab Rudra / Daniel Anderson
Technology Areas: Biotechnology
Impact Areas: Healthy Living
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Genotype-Directed Local Delivery of Targeted Therapeutics at the Tumor Margin

Technology / Case number: #19863J
Robert Langer / Ganesh Shankar / Daniel Cahill / Ameya Kirtane / Giovanni Traverso
Technology Areas: Biotechnology / Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Formulated, Biodegradable Polymeric Nanoparticles for Nucleic Acid Delivery to Non-Liver Targets

Technology / Case number: #19802
Daniel Anderson / Luke Rhym / Asha Patel / James Kaczmarek / Kevin Kauffman
Technology Areas: Biotechnology / Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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High-Throughput Screens for Exploring Biological Functions of Microscale Biological Systems

Technology / Case number: #19737JR
Paul Blainey / Navpreet Ranu
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Novel Ionizable Lipids Suitable For Lipid Nanoparticle Delivery of mRNA to Lung and Nasal Epithelium, As Well As Lung Endothelium

Technology / Case number: #23594Q
Daniel Anderson / Idris Raji / Jacob Witten / Allen Jiang / Luke Rhym
Technology Areas: Biotechnology / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Millineedle Systems for Esophageal Drug Delivery

Technology / Case number: #20939J
Robert Langer / Simo Pajovic / Sahab Babaee / Ester Caffarel Salvador / Giovanni Traverso
Technology Areas: Biotechnology
Impact Areas: Healthy Living
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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